Building and Environment

How can we rapidly predict urban pavement microclimates? This study evaluates a CFD-informed surrogate model, finding that PCA coupled with machine learning reconstructs complex thermal fields with high numerical accuracy.

Read more: doi.org/10.1016/j.buil…

How do leaky windows in older homes affect occupant well-being and energy equity? This study investigates resident experiences and funding barriers, finding a critical need to prioritize window replacement in energy-efficiency retrofits.

Read more: doi.org/10.1016/j.buil…

How can we predict construction emissions before breaking ground? This study evaluates a machine learning framework, finding that pairing project metrics with geotechnical data accurately benchmarks early-stage Scope 3 emissions.

Read more: doi.org/10.1016/j.buil…

The recording for Session 8 of the Building and Environment AI webinar series is now live! 📺

Watch it here: youtube.com/watch?v=QqqU0t…

How can digital tools enable a circular built environment? 🏗️♻️ This study investigates the integration of computer vision, robotics, and digital passports to automate material audits and improve the matchmaking of reclaimed elements for reuse.

Read more: doi.org/10.1016/j.buil…